Note that several previous works [1]}, [2]} have pointed out that IS can not provide useful guidance to evaluate the quality of the synthetic images on dataset COCO. Nevertheless, we still report the IS on COCO as the auxiliary metric. We consider the FID as the primary metric among the three in terms of robustness and effectiveness.
